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8 clients · secrets stay placeholders

JSON (mcpServers)Claude CodeCodexOpenCodeCursorVS CodeGemini CLIGoose

{
  "mcpServers": {
    "modelslab": {
      "type": "http",
      "url": "https://modelslab.com/mcp/v7",
      "headers": {
        "Authorization": "Bearer ${api_key}"
      }
    }
  }
}

claude mcp add --transport http modelslab https://modelslab.com/mcp/v7 --header "Authorization: Bearer ${api_key}"

[mcp_servers.modelslab]
url = "https://modelslab.com/mcp/v7"
bearer_token_env_var = "api_key"

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "modelslab": {
      "type": "remote",
      "url": "https://modelslab.com/mcp/v7",
      "enabled": true,
      "headers": {
        "Authorization": "Bearer {env:api_key}"
      }
    }
  }
}

{
  "mcpServers": {
    "modelslab": {
      "type": "http",
      "url": "https://modelslab.com/mcp/v7",
      "headers": {
        "Authorization": "Bearer ${api_key}"
      }
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=modelslab&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vbW9kZWxzbGFiLmNvbS9tY3AvdjciLCJoZWFkZXJzIjp7IkF1dGhvcml6YXRpb24iOiJCZWFyZXIgJHthcGlfa2V5fSJ9fQ%3D%3D"
}

{
  "servers": {
    "modelslab": {
      "type": "http",
      "url": "https://modelslab.com/mcp/v7",
      "headers": {
        "Authorization": "Bearer ${api_key}"
      }
    }
  }
}

{
  "mcpServers": {
    "modelslab": {
      "httpUrl": "https://modelslab.com/mcp/v7",
      "headers": {
        "Authorization": "Bearer ${api_key}"
      }
    }
  }
}

extensions:
  "modelslab":
    enabled: true
    name: "modelslab"
    type: streamable_http
    uri: "https://modelslab.com/mcp/v7"
    headers:
      "Authorization": "Bearer ${api_key}"
    timeout: 300

Placeholders to fill from your own secret store: ${api_key}. The registry never accepts secret values.

Quality 85 / 100good

protocoln/a · weight 25

n/a
protocol.modern, protocol.stateless, protocol.transport, protocol.list_ttlno remote answered a protocol handshake (not probed yet, unreachable, or local-only)

authorization83 · weight 15

pass
auth.prmProtected Resource Metadata (RFC 9728) published
pass
auth.as_metadataauthorization server metadata reachable
warn
auth.cimdonly Dynamic Client Registration, deprecated in 2026-07-28 in favour of CIMD
n/a
auth.secret_in_urlno templated URL

tool hygiene79 · weight 30

pass
tools.descriptionsevery tool has a description
pass
tools.description_lengthdescriptions are concise
pass
tools.schemasevery tool has an object input schema
warn
tools.annotationsonly 6 of 23 tools declare readOnlyHint or destructiveHint
fail
tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: fetch-image (destructiveHint, idempotentHint, openWorldHint); text-to-video (readOnlyHint, destructiveHint, idempotentHint); motion-control (readOnlyHint, destructiveHint, idempotentHint); …
pass
tools.token_costabout 5,894 tokens to load every tool
pass
tools.api_dumptools are not a one-to-one API dump

stability100 · weight 15

pass
stability.changes2 tool changes in 30 days
pass
stability.rug_pullno tool changed its meaning under the same name

dependenciesn/a · weight 15

n/a
deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

23 tools, about 5,894 tokens to load them all · tool set e8b035ba099d · tools last changed 2026-10-05 · checked 2026-10-19 10:20 UTC

Tool changes

2026-10-05list-modelschangedinput schema
2026-10-02list-modelschangedinput schema

Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 93 / 100

duplicate-repo

provenance90

liveness100

freshness100

hygiene80

+repository +namespace-matches-repo +website +reachable +uptime-100% +updated-17d-ago -duplicate-repo(3 names)

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remote	auth	reachable	uptime 30d	p50	protocol	last ok
`https://modelslab.com/mcp/v7` streamable-http	oauth2 AS: https://modelslab.com/oauth	yes	100%	217 ms	–	2026-10-19

Tools (23)

`chat-completion`	Chat with AI language models. Send messages to an LLM and receive AI-generated responses. Supports various models and configuration options. A message may carry a PDF as a {"type":"file","file":{"filename":...,"file_data":"data:application/pdf;base64,..."}} content part.
`dubbing`	Create dubbed audio content. Takes a video and translates/dubs the audio from one language to another. Returns a request ID that can be used with fetch-audio to retrieve results.
`fetch-audio`read-only	Retrieve the status and results of an audio generation request. Use the request ID returned from text-to-speech, speech-to-text, music-generation, and other audio tools.
`fetch-generation`read-only	Check the status of a queued or processing generation request on the ModelsLab V7 API. Use this tool when a generation tool returns a `status` of `"processing"`, and call it again while the status stays `"processing"`. Image jobs usually finish in seconds; video and music jobs can take several minutes, so tell the user the job is still running if it has not finished after a few polls. Pass the `id` from the original generation response and the `type` matching the category of the original request (e.g. "images" for text-to-image, image-to-image, or inpaint-image). The response will contain: - `status`: "success", "processing", or "error" - `output`: array of URLs when status is "success"
`fetch-image`read-only	Retrieve the status and results of an image generation request. Use the request ID returned from text-to-image, image-to-image, or inpaint-image tools.
`fetch-video`read-only	Retrieve the status and results of a video generation request. Use the request ID returned from text-to-video, image-to-video, video-to-video, lip-sync, or motion-control tools.
`image-to-image`	Transform existing images based on text prompts. Takes an input image and modifies it according to the provided prompt. Returns a request ID that can be used with fetch-image to retrieve results.
`image-to-video`	Animate static images into videos. Takes input image(s) and creates a video based on the prompt. Returns a request ID that can be used with fetch-video to retrieve results.
`inpaint-image`	Edit specific areas of images using masks. Provide an image, a mask indicating the area to edit, and a prompt describing the desired changes. Returns a request ID that can be used with fetch-image to retrieve results.
`lip-sync`	Sync video with audio for lip movements. Takes a video and audio file and syncs the lip movements to match the audio. Returns a request ID that can be used with fetch-video to retrieve results.
`list-models`read-only	List available AI models on the ModelsLab platform. Filter by category (imagen, video, audio, llm, 3d), provider, tags, and more. Returns model IDs that can be used with generation tools.
`list-providers`read-only	List all available model providers on the ModelsLab platform. Returns provider names with model counts for each. Use provider names to filter models in the list-models tool.
`motion-control`	Control motion in video generation. Uses an image and video to create motion-controlled output. Returns a request ID that can be used with fetch-video to retrieve results.
`music-generation`	Create music from text prompts. Generates original music based on your description, optional tags, and lyrics. Returns a request ID that can be used with fetch-audio to retrieve results.
`song-extender`	Extend existing music tracks. Takes an existing audio file and extends it from either the beginning or end. Returns a request ID that can be used with fetch-audio to retrieve results.
`song-inpaint`	Edit specific sections of songs. Takes an audio file and regenerates a specific section defined by start and end times. Returns a request ID that can be used with fetch-audio to retrieve results.
`sound-generation`	Generate sound effects from text descriptions. Creates audio sound effects based on your prompt. Returns a request ID that can be used with fetch-audio to retrieve results.
`speech-to-speech`	Voice conversion and transformation. Takes an audio file and converts it to a different voice. Returns a request ID that can be used with fetch-audio to retrieve results.
`speech-to-text`	Transcribe audio to text. Takes an audio file and converts it to text transcription. Returns a request ID that can be used with fetch-audio to retrieve results.
`text-to-image`	Generate images from text prompts using AI models. Returns a request ID that can be used with fetch-image to retrieve results. Supports various AI image generation models.
`text-to-speech`	Convert text to natural speech audio. Takes text and generates realistic speech using the specified voice. Returns a request ID that can be used with fetch-audio to retrieve results.
`text-to-video`	Generate videos from text descriptions. Creates AI-generated videos based on your text prompt. Returns a request ID that can be used with fetch-video to retrieve results.
`video-to-video`	Transform existing videos with AI. Takes input video(s) and modifies them based on the prompt. Returns a request ID that can be used with fetch-video to retrieve results.

Schemas: list_tools.

Also listed as

2 other active names share this repository: io.github.ModelsLab/modelslab-agents, io.github.ModelsLab/modelslab-v8

Similar MCP servers

More from io.github.ModelsLab

Official server.json

{
  "name": "io.github.ModelsLab/modelslab",
  "title": "ModelsLab",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://modelslab.com/mcp/v7",
      "type": "streamable-http",
      "headers": [
        {
          "name": "Authorization",
          "value": "Bearer {api_key}",
          "isSecret": true,
          "variables": {
            "api_key": {
              "isSecret": true,
              "isRequired": true,
              "description": "ModelsLab API key from https://modelslab.com/dashboard/api-keys"
            }
          },
          "isRequired": true,
          "description": "ModelsLab API key from https://modelslab.com/dashboard/api-keys"
        }
      ]
    }
  ],
  "version": "1.0.0",
  "repository": {
    "url": "https://github.com/ModelsLab/modelslab-mcp",
    "source": "github"
  },
  "websiteUrl": "https://docs.modelslab.com/mcp-web-api/overview",
  "description": "Generate images, video, speech and music, and run LLM chat, across 10,000+ models on ModelsLab."
}